Supervised Learning

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Predictive Analytics: Solving Business Problems Using Machine Learning and Big Data (FutureLearn)

Explore how predictive models can help businesses use data to identify risks and discover new opportunities. Discover how predictive analytics could transform your business As businesses accrue more and more data about their customers – from their behavioural history to their transactions – being able to use ‘Big Data’ is [...]
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Applied Data Science for Data Analysts (Coursera)

In this course, you will develop your data science skills while solving real-world problems. You'll work through the data science process to and use unsupervised learning to explore data, engineer and select meaningful features, and solve complex supervised learning problems using tree-based models. You will also learn to apply [...]
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Specialized Models: Time Series and Survival Analysis (Coursera)

Aug 9th 2021
Specialized Models: Time Series and Survival Analysis (Coursera)
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This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis [...]
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Aug 9th 2021
Course Auditing
31.00 EUR/month

Deep Learning and Reinforcement Learning (Coursera)

Aug 9th 2021
Deep Learning and Reinforcement Learning (Coursera)
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This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is frequently used to power most of the AI applications that we [...]
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Aug 9th 2021
Course Auditing
31.00 EUR/month

Guided Tour of Machine Learning in Finance (Coursera)

This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance. Supervised Machine Learning methods are used in the capstone project to predict bank closures. Simultaneously, while this course can be taken as a separate course, it serves [...]
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Practical Predictive Analytics: Models and Methods (Coursera)

Statistical experiment design and analytics are at the heart of data science. In this course you will design statistical experiments and analyze the results using modern methods. You will also explore the common pitfalls in interpreting statistical arguments, especially those associated with big data. Collectively, this course will help [...]
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Average: 3 ( 3 votes )

Fundamentals of Machine Learning in Finance (Coursera)

The course aims at helping students to be able to solve practical ML-amenable problems that they may encounter in real life that include: (1) understanding where the problem one faces lands on a general landscape of available ML methods, (2) understanding which particular ML approach(es) would be most appropriate [...]
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Supervised Learning: Regression (Coursera)

Aug 2nd 2021
Supervised Learning: Regression (Coursera)
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This course introduces you to one of the main types of modelling families of supervised Machine Learning: Regression. You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. This course also walks you through best practices, [...]
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Supervised Learning: Classification (Coursera)

Aug 2nd 2021
Supervised Learning: Classification (Coursera)
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This course introduces you to one of the main types of modeling families of supervised Machine Learning: Classification. You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. The hands-on section of this course focuses on [...]
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Aug 2nd 2021
Course Auditing
31.00 EUR/month

Machine Learning (Coursera)

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably [...]
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Average: 4 ( 3 votes )